Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation

Event cameras or neuromorphic cameras mimic the human perception system as they measure the per-pixel intensity change rather than the actual intensity level . In contrast to traditional cameras, such cameras capture new information about the scene at MHz frequency in the form of sparse events. The...

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Veröffentlicht in:	International journal of computer vision Jg. 126; H. 12; S. 1381 - 1393
Hauptverfasser:	Munda, Gottfried, Reinbacher, Christian, Pock, Thomas
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.12.2018 Springer Springer Nature B.V
Schlagworte:	Artificial Intelligence Cameras Computer Imaging Computer Science Image Processing and Computer Vision Image quality Image reconstruction Machine vision Manifolds Optical flow (image analysis) Pattern Recognition Pattern Recognition and Graphics Pixels Quantitative analysis Real time Regularization Temporal resolution Vision Variational methods Convex optimisation Event camera Denoising
ISSN:	0920-5691, 1573-1405
Online-Zugang:	Volltext
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